Questo libro, come già altri che ho letto ha un approccio learn by doing, senza tuttavia tralasciare di chiarire lo scopo ultimo degli strumenti che illustra. Le librerie di Data science, i frameworks, i moduli ed i toolkit sono ottimi… Continue Reading
Questo libro mi ha permesso di approfondire il test-driven development (abbreviato in TDD) e di verificarne l’utilità in ambito Machine Learning. Il TDD, in italiano traducibile come sviluppo guidato dai test o sviluppo guidato dalle verifiche è un modello di… Continue Reading
You can buy the book here I already have .NET and Cold Fusion programming skills so I was pretty curious about Python. It’s widely recognized as one of the most used programming language in modern big-data oriented environment. The book… Continue Reading
You can buy the book here I came from SQL-oriented RDBMs so I was pretty curious about MongoDB. It’s widely recognized as one of the most interesting NoSQL DB. The book covers from common concepts and tasks to advanced techniques and approaches… Continue Reading
You can buy the book here Ben Jones helps the reader to familiarize with Data Visualization features of Tableau Software. He provides several examples that make you learning fast visualization main concepts with step by step instructions. Data visualization relies… Continue Reading
You can buy the book here This book introduces Impala SQL for Hadoop in a simple and crystal clear way. Impala is a modern, and yet very interesting new entry in the Hadoop ecosystem. Cloudera, by implementing Impala, provided a… Continue Reading
You can buy the book here I didn’t use regex a lot before reading this book but I definitely need its powerful approach to manage string and text processing effectively. As I finished reading this book, I realized how many simple and complex… Continue Reading
Questo libro è già un po’ datato (2008) ma è un ottimo punto di vista su come passare dalla teoria all’uso della ML. In particolare introduce molti campi nei quali la Machine Learning accoppiata ai modelli statistici permette di trarre… Continue Reading
You can buy the book here This book provides a lot of resources and tools. You’ll find the direct link to the git hub repository, so that you can easily download the code and learn according with the contents explained in the… Continue Reading
Thinking with Data è un ottimo libro per prendere confidenza con un “mindset” orientato ai dati. La maggior parte delle persone che si occupa di manipolazione di dati comincia a lavorare esattamente dall’estremità sbagliata del processo. Cominciano con un set… Continue Reading